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deepfake-detection

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detectify

Detectify is a deep learning system that detects AI-generated fake videos (deepfakes) using CNN and LSTM-based RNNs. Trained on datasets like Face-Forensic++, Deepfake Detection Challenge, and Celeb-DF, Detectify offers real-time video manipulation detection to combat misinformation and misuse of deepfake technology.

  • Updated Jun 6, 2024
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Audio Deepfake Detection is a web app that utilizes machine learning techniques to analyze audio files and determine if they are real or generated by deepfake algorithms. It features audio file upload, audio feature extraction, comparison with a pre-defined dataset, and classification of audio as real or deepfake.

  • Updated Jan 21, 2025
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This website is a deepfake detection platform where users can upload videos and get results with confidence percentages. Built with Django and trained on Celeb-DF, DFD, and FaceForensics++ datasets, it uses ResNeXt CNN and LSTM models for accurate real-time detection. A research paper on this project is also published (PDF).

  • Updated Aug 17, 2025
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This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features

  • Updated Jul 8, 2025
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A deep learning-based web application for deepfake video detection, powered by the fine-tuned XceptionNet (Extreme Inception) model. The system allows users to upload videos for deepfake detection, processes them through the trained model, and provides results via a clean Django-based web interface.

  • Updated Aug 28, 2025
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